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Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning.
Varadarajan, Avinash V; Bavishi, Pinal; Ruamviboonsuk, Paisan; Chotcomwongse, Peranut; Venugopalan, Subhashini; Narayanaswamy, Arunachalam; Cuadros, Jorge; Kanai, Kuniyoshi; Bresnick, George; Tadarati, Mongkol; Silpa-Archa, Sukhum; Limwattanayingyong, Jirawut; Nganthavee, Variya; Ledsam, Joseph R; Keane, Pearse A; Corrado, Greg S; Peng, Lily; Webster, Dale R.
Afiliación
  • Varadarajan AV; Google Health, Google, Mountain View, CA, USA.
  • Bavishi P; Google Health, Google, Mountain View, CA, USA.
  • Ruamviboonsuk P; Faculty of Medicine, Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, 2, Phayathai Road, Ratchathewi District, Bangkok, 10400, Thailand.
  • Chotcomwongse P; Faculty of Medicine, Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, 2, Phayathai Road, Ratchathewi District, Bangkok, 10400, Thailand.
  • Venugopalan S; Google Research, Google, Mountain View, CA, USA.
  • Narayanaswamy A; Google Research, Google, Mountain View, CA, USA.
  • Cuadros J; EyePACS LLC, Santa Cruz, CA, USA.
  • Kanai K; Meredith Morgan Eye Center, University of California, 200 Minor Hall, Berkeley, CA, 94720-2020, USA.
  • Bresnick G; EyePACS LLC, Santa Cruz, CA, USA.
  • Tadarati M; Faculty of Medicine, Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, 2, Phayathai Road, Ratchathewi District, Bangkok, 10400, Thailand.
  • Silpa-Archa S; Faculty of Medicine, Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, 2, Phayathai Road, Ratchathewi District, Bangkok, 10400, Thailand.
  • Limwattanayingyong J; Faculty of Medicine, Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, 2, Phayathai Road, Ratchathewi District, Bangkok, 10400, Thailand.
  • Nganthavee V; Faculty of Medicine, Department of Ophthalmology, Rajavithi Hospital, College of Medicine, Rangsit University, 2, Phayathai Road, Ratchathewi District, Bangkok, 10400, Thailand.
  • Ledsam JR; Deepmind, London, UK.
  • Keane PA; NIHR Biomedical Research Centre for Ophthalmology, Moorfields Eye Hospital NHS Foundation Trust and UCL Institute of Ophthalmology, 2/12 Wolfson Building, 11-43 Bath Street, London, EC1V 9EL, UK.
  • Corrado GS; Google Health, Google, Mountain View, CA, USA.
  • Peng L; Google Health, Google, Mountain View, CA, USA. lhpeng@google.com.
  • Webster DR; Google Health, Google, Mountain View, CA, USA.
Nat Commun ; 11(1): 130, 2020 01 08.
Article en En | MEDLINE | ID: mdl-31913272
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Edema Macular / Retinopatía Diabética Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos
Texto completo
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XML
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Edema Macular / Retinopatía Diabética Tipo de estudio: Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male / Middle aged Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos